基于分布式算法的递归数字滤波器的并行和流水线结构设计

Y. Hwang, C.-L. Su
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引用次数: 4

摘要

针对需要高速计算的递归DSP系统,提出一种基于分布式算法的设计方案。该方案采用位串行字并行方法,比传统的位并行字串行方案更有效。我们应用该方案设计了一个ARMA滤波器,其起始间隔小到只处理一个输出位的延迟。为了进一步提高数据挖掘的速度,我们还在数据挖掘方案中引入了前瞻性变换和块处理技术。最后,针对定点数计算系统中由于数据字长截断而导致的性能下降问题,提出了一种符号数字数据挖掘方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Parallel and pipelined architecture designs for distributed arithmetic-based recursive digital filters
This paper presents a distributed arithmetic based design scheme for recursive DSP systems requiring high speed computing. The proposed scheme features a bit-serial word-parallel approach and is found more efficient than the conventional bit-parallel word-serial scheme. We apply this scheme to design an ARMA filter and yield an initiation interval as small as the delay of processing only one output bit. We also incorporate the look-ahead transform and the block processing techniques in the proposed DA scheme for further speed improvement. Finally, we propose a signed digit DA scheme to solve the performance degradation problem due to the effect of data word length truncation in fixed point number computing systems.
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